This Notebook steps :

Imports

Create spark session

Load images from local storage

Retrieve labels from image path

Images enhancement

Color balance

Sharpness

Contrast

Brightness

All enhancements

Transfert learning (Resnet50)

Apply featurization to the DataFrame of images

images.show()

Enregistrement

End Spark session